{
  "best_metric": 0.5068484544754028,
  "best_model_checkpoint": "/mnt/beegfs/farid/mlora/outputs/xnli/aya-101/zh/rank4_lr5e-5/checkpoint-4000",
  "epoch": 0.24445893089960888,
  "eval_steps": 500,
  "global_step": 6000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.020371577574967405,
      "grad_norm": 2.87671160697937,
      "learning_rate": 4.166666666666667e-05,
      "loss": 1.201,
      "step": 500
    },
    {
      "epoch": 0.020371577574967405,
      "eval_accuracy": 0.3718875502008032,
      "eval_f1": 0.3144388665500335,
      "eval_loss": 1.0995594263076782,
      "eval_runtime": 413.743,
      "eval_samples_per_second": 6.018,
      "eval_steps_per_second": 0.377,
      "step": 500
    },
    {
      "epoch": 0.04074315514993481,
      "grad_norm": 9.780874252319336,
      "learning_rate": 4.62962962962963e-05,
      "loss": 1.0225,
      "step": 1000
    },
    {
      "epoch": 0.04074315514993481,
      "eval_accuracy": 0.6277108433734939,
      "eval_f1": 0.6294051779002606,
      "eval_loss": 0.9010089039802551,
      "eval_runtime": 411.7026,
      "eval_samples_per_second": 6.048,
      "eval_steps_per_second": 0.379,
      "step": 1000
    },
    {
      "epoch": 0.06111473272490222,
      "grad_norm": 54.40706253051758,
      "learning_rate": 4.166666666666667e-05,
      "loss": 0.7434,
      "step": 1500
    },
    {
      "epoch": 0.06111473272490222,
      "eval_accuracy": 0.748995983935743,
      "eval_f1": 0.7514237869702255,
      "eval_loss": 0.6406136155128479,
      "eval_runtime": 411.3183,
      "eval_samples_per_second": 6.054,
      "eval_steps_per_second": 0.379,
      "step": 1500
    },
    {
      "epoch": 0.08148631029986962,
      "grad_norm": 11.607203483581543,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.6288,
      "step": 2000
    },
    {
      "epoch": 0.08148631029986962,
      "eval_accuracy": 0.7738955823293173,
      "eval_f1": 0.7758546821907705,
      "eval_loss": 0.5777280926704407,
      "eval_runtime": 411.4602,
      "eval_samples_per_second": 6.052,
      "eval_steps_per_second": 0.379,
      "step": 2000
    },
    {
      "epoch": 0.10185788787483703,
      "grad_norm": 5.107800483703613,
      "learning_rate": 3.240740740740741e-05,
      "loss": 0.6186,
      "step": 2500
    },
    {
      "epoch": 0.10185788787483703,
      "eval_accuracy": 0.7847389558232932,
      "eval_f1": 0.7871483289805999,
      "eval_loss": 0.5597745180130005,
      "eval_runtime": 411.7146,
      "eval_samples_per_second": 6.048,
      "eval_steps_per_second": 0.379,
      "step": 2500
    },
    {
      "epoch": 0.12222946544980444,
      "grad_norm": 7.775627136230469,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.5909,
      "step": 3000
    },
    {
      "epoch": 0.12222946544980444,
      "eval_accuracy": 0.7963855421686747,
      "eval_f1": 0.7956904592219637,
      "eval_loss": 0.5284361839294434,
      "eval_runtime": 411.1781,
      "eval_samples_per_second": 6.056,
      "eval_steps_per_second": 0.379,
      "step": 3000
    },
    {
      "epoch": 0.14260104302477183,
      "grad_norm": 18.797571182250977,
      "learning_rate": 2.314814814814815e-05,
      "loss": 0.58,
      "step": 3500
    },
    {
      "epoch": 0.14260104302477183,
      "eval_accuracy": 0.7891566265060241,
      "eval_f1": 0.7909172071907363,
      "eval_loss": 0.5231069922447205,
      "eval_runtime": 412.124,
      "eval_samples_per_second": 6.042,
      "eval_steps_per_second": 0.379,
      "step": 3500
    },
    {
      "epoch": 0.16297262059973924,
      "grad_norm": 5.233774185180664,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.5752,
      "step": 4000
    },
    {
      "epoch": 0.16297262059973924,
      "eval_accuracy": 0.8028112449799196,
      "eval_f1": 0.8033343776283127,
      "eval_loss": 0.5068484544754028,
      "eval_runtime": 411.2741,
      "eval_samples_per_second": 6.054,
      "eval_steps_per_second": 0.379,
      "step": 4000
    },
    {
      "epoch": 0.18334419817470665,
      "grad_norm": 5.612044334411621,
      "learning_rate": 1.388888888888889e-05,
      "loss": 0.5495,
      "step": 4500
    },
    {
      "epoch": 0.18334419817470665,
      "eval_accuracy": 0.8016064257028113,
      "eval_f1": 0.8027178095880526,
      "eval_loss": 0.5132325887680054,
      "eval_runtime": 411.4311,
      "eval_samples_per_second": 6.052,
      "eval_steps_per_second": 0.379,
      "step": 4500
    },
    {
      "epoch": 0.20371577574967406,
      "grad_norm": 5.75107479095459,
      "learning_rate": 9.259259259259259e-06,
      "loss": 0.5594,
      "step": 5000
    },
    {
      "epoch": 0.20371577574967406,
      "eval_accuracy": 0.8016064257028113,
      "eval_f1": 0.802067784242174,
      "eval_loss": 0.52597576379776,
      "eval_runtime": 412.0059,
      "eval_samples_per_second": 6.044,
      "eval_steps_per_second": 0.379,
      "step": 5000
    },
    {
      "epoch": 0.22408735332464147,
      "grad_norm": 4.854472637176514,
      "learning_rate": 4.6296296296296296e-06,
      "loss": 0.5561,
      "step": 5500
    },
    {
      "epoch": 0.22408735332464147,
      "eval_accuracy": 0.8016064257028113,
      "eval_f1": 0.8025734250007549,
      "eval_loss": 0.5094338059425354,
      "eval_runtime": 411.5334,
      "eval_samples_per_second": 6.051,
      "eval_steps_per_second": 0.379,
      "step": 5500
    },
    {
      "epoch": 0.24445893089960888,
      "grad_norm": 6.345026016235352,
      "learning_rate": 0.0,
      "loss": 0.5454,
      "step": 6000
    },
    {
      "epoch": 0.24445893089960888,
      "eval_accuracy": 0.804417670682731,
      "eval_f1": 0.8051855538804084,
      "eval_loss": 0.5121804475784302,
      "eval_runtime": 411.4571,
      "eval_samples_per_second": 6.052,
      "eval_steps_per_second": 0.379,
      "step": 6000
    }
  ],
  "logging_steps": 500,
  "max_steps": 6000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 500,
  "total_flos": 8.03166870528e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}